Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9858630 | 0.8838482 | 0.6478937 |
| bt | 0.7996926 | 0.4723538 | 0.1173040 |
| maxnet | 0.7876907 | 0.4692505 | NA |
| gam | 0.7987658 | 0.5002843 | 0.2124707 |
| glm | 0.7483476 | 0.4890079 | 0.1443283 |